33.2%
Irrelevance detection · rank 105 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
3.2%
Memory · rank 94 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
0.0%
Multi-turn tasks · rank 105 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
7.2%
Overall accuracy · rank 109 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not a neutral average: the weighting is BFCL's. Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
37.5%
Relevance detection · rank 103 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
20.2%
Single-turn calls (curated) · rank 106 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
11.8%
Single-turn calls (user-contributed) · rank 105 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
0.0%
Web search · rank 92 of 109
- Unit
- % correct, higher is better
- Configuration
- gemma-3-1b-it (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.